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Xiao Xiang Zhu — most-cited papers & profile · Computer Vision
← authors
·
overview
Xiao Xiang Zhu
15
papers ·
149
citations ·
79
h-index
Munich Center for Quantum Science and Technology · Medprevent Ottobrunn · Munich Center for Machine Learning · Technical University of Munich
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Building Footprint Generation Using Improved Generative Adversarial Networks
2018 · 61 citations
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training
2022 · 25 citations
ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
2025
GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI
2025
Learning Generalizable Shape Completion with SIM(3) Equivariance
2025
On the Generalization of Representation Uncertainty in Earth Observation
2025
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning
2025
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction
2025
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification
2018
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation
2019
Semantic Segmentation of Remote Sensing Images with Sparse Annotations
2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
2021
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
2021
Top co-authors
Lichao Mou
· 6
Yilei Shi
· 4
Yuansheng Hua
· 3
Chunlei Li
· 2
Gustau Camps-Valls
· 2
Jingliang Hu
· 2
Qingyu Li
· 2
Alexandre Lacoste
· 1
Andreas Dietz
· 1
Bing Zhang
· 1
Celia Baumhoer
· 1
Chenyu Li
· 1
Topics
Segmentation
Image Generation
cs.CV
Object Detection
3D Vision
Image Restoration
Medical Imaging
cs.LG
eess.IV
stat.ML